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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Key generation | 10 | 4 | Jul 7, 2026 | |
| LPC Optimization | 10 | 1 | Apr 8, 2026 | |
| 3D Protein-Ligand Docking MOP | 10 | 1 | Apr 7, 2026 | |
| Safety & Helpfulness Evaluation | 10 | 5 | Jun 4, 2026 | |
| INR classification | 10 | 4 | Jul 3, 2026 | |
| Scene editing | 10 | 7 | Jul 3, 2026 | |
| 3D Open-vocabulary Segmentation | 10 | 6 | Jun 30, 2026 | |
| RST Parsing | 10 | 3 | Feb 18, 2026 | |
| Audio-Visual Classification |
| 10 |
| 18 |
| Jul 9, 2026 |
| Hyperspectral Classification | 10 | 6 | May 6, 2026 |
|---|
| Constraint Satisfaction | 10 | 7 | May 26, 2026 |
|---|
| Sparse Reconstruction | 10 | 3 | Jun 8, 2026 |
|---|
| Quantitative Trading | 10 | 2 | Feb 18, 2026 |
|---|
| Multimodal Recommendation Unlearning | 10 | 1 | Apr 3, 2026 |
|---|
| Arithmetic | 10 | 8 | Jun 4, 2026 |
|---|
| Hawkes process modeling | 10 | 1 | Apr 3, 2026 |
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| Observational query | 10 | 1 | Apr 7, 2026 |
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| Collusion Detection | 10 | 1 | Apr 2, 2026 |
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| Self-reconstruction | 10 | 4 | Jun 16, 2026 |
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| Machine Learning | 10 | 7 | Jun 12, 2026 |
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| Task-Incremental Continual Learning | 10 | 4 | Jun 1, 2026 |
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| ER Prediction | 10 | 2 | May 12, 2026 |
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| Blind Image Super-Resolution | 10 | 5 | Mar 18, 2026 |
|---|
| Audio Description Generation | 10 | 4 | Jun 23, 2026 |
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| Drawer Opening | 10 | 5 | Jul 3, 2026 |
|---|